Maxime
Lopez
Player dossierLigue 1
MaximeLopez
DMDefensive MidfieldMidfield
- Club
- Paris FC
- League
- Ligue 1
- Nationality
- France
- Age
- 28
- Height
- 167 cm
- Foot
- Right
- Valued
- 1 Jun 2026
Reading the valuation
The market values Lopez at €5M. Model A, which never saw Lopez during training, estimates €4.5M: the market value is 11% above that estimate.
That is a factor of ×1.11. Model A's typical held-out miss is ×1.50 either way, so this gap is within its usual error.
Without league and club, Model B estimates €2.9M, further from the market. Model B is usually further off (typical miss ×2.07): league and club explain much of how the market prices players.
A gap describes the model's arithmetic for this player's inputs, not what the player is worth.
- Apps
- 27
- Minutes
- 2,050
- Goals
- 0
- Assists
- 3
- Started
- 23/27
- Min / app
- 76
- Cards
- 9Y 0R
Club matches, two years to the valuation date
The Valuation Journey
What moves Model A
Asking the prediction API to explain Model A for Lopez…
SHAP describes the model's arithmetic for this player's inputs, not what causes market value. Model B can be explained only by the live service; Model A also has a published explanation for the research players.
Model A vs Model B against the observed €5M
Checking APIAsking the prediction API…
Held-out estimates come from cross-validation, with this player outside the training data: the honest comparison. Served models were refitted on every player, this one included, so they sit closer to the market. Shaded band: Model A's typical miss (×1.50 either way).
Player traitspercentiles vs 1,687 midfielders
Dashed ring: the midfielder median (50th percentile)
Starts
Share of appearances started rather than entered from the bench.
85% this player69% midfielder median79th percentile
No passing, progression or defensive actions exist in the dataset, so no trait claims to measure them.
Valuation history every Transfermarkt valuation on record
- First valuation
- €250k
- Aug 2014
- Peak
- €17M
- Dec 2019
- Model target
- €5M
- Jun 2026
- Valuations
- 34
- 3 club changes
Jun 2026: €5M, Paris FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2014-08-07 | €250k | Olympique Marseille |
| 2015-01-14 | €250k | Olympique Marseille |
| 2015-06-06 | €150k | Olympique Marseille |
| 2016-02-04 | €150k | Olympique Marseille |
| 2016-07-13 | €150k | Olympique Marseille |
| 2016-11-01 | €600k | Olympique Marseille |
| 2017-01-16 | €4M | Olympique Marseille |
| 2017-06-01 | €4.5M | Olympique Marseille |
| 2018-01-24 | €8M | Olympique Marseille |
| 2018-06-04 | €8M | Olympique Marseille |
| 2018-12-17 | €8M | Olympique Marseille |
| 2019-03-07 | €15M | Olympique Marseille |
| 2019-06-03 | €15M | Olympique Marseille |
| 2019-12-19 | €17M | Olympique Marseille |
| 2020-03-13 | €15M | Olympique Marseille |
| 2020-04-08 | €12M | Olympique Marseille |
| 2020-10-29 | €10M | US Sassuolo |
| 2020-12-29 | €10M | US Sassuolo |
| 2021-06-03 | €10M | US Sassuolo |
| 2021-12-28 | €12M | US Sassuolo |
| 2022-03-15 | €14M | US Sassuolo |
| 2022-06-07 | €15M | US Sassuolo |
| 2022-11-11 | €15M | US Sassuolo |
| 2023-06-15 | €15M | US Sassuolo |
| 2023-10-11 | €12M | ACF Fiorentina |
| 2023-12-20 | €10M | ACF Fiorentina |
| 2024-03-12 | €9M | ACF Fiorentina |
| 2024-06-05 | €7.5M | ACF Fiorentina |
| 2024-10-03 | €6M | Paris FC |
| 2024-12-04 | €5M | Paris FC |
| 2025-06-02 | €6M | Paris FC |
| 2025-12-15 | €6M | Paris FC |
| 2026-03-27 | €5M | Paris FC |
| 2026-06-01 | €5M | Paris FC |
Audit context group-level, not about this player
- Audit group
- UEFA
- Population gap, Model A
- +0.093 95% CI +0.063 to +0.124
- This player, market vs held-out A
- +0.101
The group comes from first-listed citizenship and is never a model input. Across the population, non-UEFA players' market values sit about 10% above Model A's held-out estimates, relative to UEFA players in the same leagues. One player's residual says nothing about that pattern (typical miss ×1.50), and none of it is evidence of discrimination: the target may itself be biased. Open the Fairness Audit
In context observed value among comparable players in this build
All players in the Terminal →Ligue 1423 players · median €5M
Valued above 45% of the 423 Ligue 1 players.
See them in the Explorer →Midfielders, all leagues1,687 players · median €2M
Valued above 65% of the 1,687 midfielders.
See them in the Explorer →Where Lopez appears
- TerminalLigue 1 in the Player Explorer
- TerminalLigue 1 on the League Landscape
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- SaïdSSRC Lens · Ligue 1€5M
- ThauvinRWRC Lens · Ligue 1€5M
- NicolaisenCBFC Toulouse · Ligue 1€5M
- HeinRWFC Metz · Ligue 1€5M
- KokeCMAtlético de Madrid · midfielders€5M
- VanakenAMClub Brugge KV · midfielders€5M
- NørgaardDMArsenal FC · midfielders€5M
- Ward-ProwseCMBurnley FC · midfielders€5M
Counts and ranks of observed Transfermarkt values only; model errors are never ranked here. Full player export: Every player in the modelling population (D-011).

